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Author:   Ahmed Awad ,  Carlos Ordonez ,  Ahmed Hassan ,  Ladjel Bellatreche
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032198648

ISBN 10:   303219864
Pages:   404
Publication Date:   17 May 2026
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

.- Assessing the Impact of Meteorological and Infrastructure Factors on Internet Performance Using Machine Learning. .- Non-Intrusive Fall Detection Using Pose Estimation and Polynomial Temporal Modeling. .- Towards an Integrated Metaheuristic Approach for Workplace Performance Op timization. .- Efficient Algorithms for Spatio-Textual Similarity Join using In-Memory IR-trees. .- Managing Model Evolution from NoSQL Data Lakes to Decision Support Sys tem. .- Out-Of-Distribution Generalization for Knee Calcium Deposition under X-Ray Manufacturer’s Domain Shifts. .- Face Generation from Arabic Text using GAN-CLS and AraBERT. .- Large Language Models as Universal Predictors? An Empirical Study on Small Tabular Datasets. .- Exploring the Landscape of Generative Adversarial Networks: A Comprehensive Survey of Variants and Applications. .- Comparative Analysis of Zero-Shot Testing on Different LLMs for Automated Grading Systems for Business Education. .- From Sound to Success: An AI Framework for Predicting Music Popularity and Sentiment Analysis. .- Scattering Transformer: A Training-Free Transformer Architecture for Heart Murmur Detection. .- Speeding up SQL Subqueries via decoupling of non-correlated predicate. .- Advanced Crime-Mobility Relationship Modeling: A Multi-Task Learning Ap proach for Urban Safety Prediction.  .- Semantic-Driven Multimodal Learning Framework for Lymphoma Diagnosis. .- MARCADE: A Framework for Architecting Resilient and Intelligent Cloud Native Application. .- Multi Objective Analysis of Urban Food Insecurity and Hunger. .- Enhancing Long-Text Summarization through Hybrid Extractive-Abstractive Methods with LLaMA and Qwen. .- A Mixed-Methods Framework for Analyzing Travel Reviews with LLMs and MAXQDA: A Case Study in Osaka. .- A Stacked Hybrid Ensemble of Swin-V2 and MViT-V2 for High-Performance Skin Disease Classification. .- Codecard: Leveraging LLMs to Evaluate AI Model Code Development with the System Card Framework. .- A Hybrid Deep Learning and Ontology-Based Framework for Contextual Hy peractivity Detection in Children with ADHD. .- Adapting Deep Learning Models for Image-Level Multi-Class Dental Pathology Identification in OPG X-Rays. .- A Semantic Web Approach to Boost Engagement and Collaboration Among Online Health Communities. .- Specification-Driven Application Skeleton Generation Using a Multi-Agent Sys tem. .- Leveraging Counting Data from Camera Videos to Improve Transport Demand Modeling in African Cities. .- Next Generation Cloud-Native In-Memory Stores: From Redis to Valkey and Beyond. .- Job Recommendation using Heterogeneous Graph Convolutional Networks and LDA Model. .- Real-Time Lesion-Level Acne Detection Using YOLOv8n: A Lightweight Deep Learning Approach. .- Empirical Performance Comparison of Traditional Machine Learning and Large Language Models on Classification Tasks: A Study of Structured Sensor Data and Text Classification. .- Federated Deep Learning for Intrusion Detection Achieving Centralized-Level Accuracy with Privacy. .- Machine Learning and Deep Learning Approaches for Mobile Malware Detection: A Survey.

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